Shital Shah

According to our database1, Shital Shah authored at least 17 papers between 2016 and 2023.

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Bibliography

2023
Textbooks Are All You Need.
CoRR, 2023

Small Character Models Match Large Word Models for Autocomplete Under Memory Constraints.
Proceedings of The Fourth Workshop on Simple and Efficient Natural Language Processing, 2023

2022
One Network Doesn't Rule Them All: Moving Beyond Handcrafted Architectures in Self-Supervised Learning.
CoRR, 2022

LiteTransformerSearch: Training-free On-device Search for Efficient Autoregressive Language Models.
CoRR, 2022

LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021
FEAR: A Simple Lightweight Method to Rank Architectures.
CoRR, 2021

Understanding Failures of Deep Networks via Robust Feature Extraction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
BIRDSAI: A Dataset for Detection and Tracking in Aerial Thermal Infrared Videos.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Safe Reinforcement Learning via Curriculum Induction.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

An Empirical Analysis of Backward Compatibility in Machine Learning Systems.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2019
A High-Fidelity Open Embodied Avatar with Lip Syncing and Expression Capabilities.
Proceedings of the International Conference on Multimodal Interaction, 2019

A system for real-time interactive analysis of deep learning training.
Proceedings of the ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2019

2018
Near Real-Time Detection of Poachers from Drones in AirSim.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

AirSim-W: A Simulation Environment for Wildlife Conservation with UAVs.
Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies, 2018

2017
Submodular Trajectory Optimization for Aerial 3D Scanning.
Proceedings of the IEEE International Conference on Computer Vision, 2017

AirSim: High-Fidelity Visual and Physical Simulation for Autonomous Vehicles.
Proceedings of the Field and Service Robotics, 2017

2016
Probabilistic Safety Programs.
CoRR, 2016


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